Due to the global pandemic, Singapore has been significantly affected. In early 2020, the Singapore government has gone through different phases and each phase has its own restrictions in place. This project aims to understand the societal, economical, and psychological impacts that regular Singaporeans are facing.
This project consists of 3 main tasks.
- Data Scraping and cleaning
- Sentiment analysis
- Data visualisation, topic modelling and plotting
Read the README.md for each of the 3 task. Each task is loosely coupled from each other and . However, output files are dependent on certain tasks. (E.g Task 1's output file for Task 2 and Task 2 output file for Task 3)